Hands on mathematical optimization with python

Rubriek: Textual/Printed/Reference Materials - Boek

Prijs: € 55.99

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This practical guide to optimization combines mathematical theory with hands-on coding examples to explore how Python can be used to model problems and obtain the best possible solutions. Presenting a balance of theory and practical applications, it is the ideal resource for upper-undergraduate and graduate students in applied mathematics, data science, business, industrial engineering and operations research, as well as practitioners in related fields. Beginning with an introduction to the concept of optimization, this text presents the key ingredients of an optimization problem and the choices one needs to make when modeling a real-life problem mathematically. Topics covered range from linear and network optimization to convex optimization and optimizations under uncertainty. The book's Python code snippets, alongside more than 50 Jupyter notebooks on the author's GitHub, allow students to put the theory into practice and solve problems inspired by real-life challenges, while numerous exercises sharpen students' understanding of the methods discussed.

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Taal: en

Bindwijze: Paperback

Oorspronkelijke releasedatum: 16 januari 2025

Aantal pagina's: 354

Hoofdauteur: Krzysztof Postek

Tweede Auteur: Alessandro Zocca

Hoofduitgeverij: Cambridge University Press

Product breedte: 178 mm

Product hoogte: 20 mm

Product lengte: 254 mm

Verpakking breedte: 254 mm

Verpakking hoogte: 23 mm

Verpakking lengte: 328 mm

Verpakkingsgewicht: 680 g

EAN: 9781009493505

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